Hide axis of linked objects?
You can try to set size of the crosshairs to 0:



To do this for multiple objects set the active one and copy to all the selected with right-click on property-field and Copy_To_Selected option.

This will only scale them and not eliminate them.

You can also set the viewport properties panel > Display > Only Render property: